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mcwalrus

opportunity-party-mcp

by mcwalrus
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Python
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Opportunity Party Scraper

Scrapes the Opportunity Party website and converts policy PDFs to structured markdown. Output is stored under data/ and exposed via an MCP server for LLM consumption.

System requirements

Before running, install the following system tools:

brew install poppler   # provides pdftotext, used for PDF → text conversion

Python 3.12+ is also required.

Setup

uv sync

Usage

Run all scrapers:

uv run python main.py

Run specific targets:

uv run python main.py policies team news party-info pdfs

--clean wipes data/ before running (preserves data/policy-assets/):

uv run python main.py --clean

How it works

Target

What it does

policies

Scrapes policy pages, downloads PDFs from Google Drive, converts PDFs to markdown via pdftotext

team

Scrapes team / candidate pages

news

Scrapes news and media releases

party-info

Scrapes about / party information pages

pdfs

Re-converts already-downloaded PDFs without re-scraping

PDF conversion uses pdftotext -layout (from poppler) to preserve the layout of the party's policy documents, then strips running headers/footers and formats the body as clean markdown under data/policies/{slug}/.

MCP server

uv run python -m mcp.server

See mcp/README.md for available tools.

This server cannot be installed

F
license - not found
-
quality - not tested
C
maintenance

How are these scores calculated?

Maintenance

–Maintainers
–Response time
–Release cycle
–Releases (12mo)
Commit activity

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